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Have you thought on the following case, Cost Sensitive Classification:
$$
\boldsymbol{L} = \begin{bmatrix} l \left( y = 1, \hat{y} = 1 \right) & l \left( y = 1, \hat{y} = 2 \right) & \dots & l \…
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Hello, I have some jobs that have zero time constraints but are cost sensitive so wondering how to integrate the batch endpoint(s) from OpenAI since there is already a lot of async waiting for mode…
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Currently the stopping condition is only checked at beginning of each loop-step. If the evaluation is cost/budget sensitive e.g., in multi-fidelity/source models or models where the input location det…
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**Is your feature request related to a problem? Please describe.**
For customers leveraging a single LZA environment for both sensitive/protected and innovation/exploratory workloads, it would be gre…
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Jira Link: [DB-12511](https://yugabyte.atlassian.net/browse/DB-12511)
### Description
Problem
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* The ANALYZE command doesn't populate the stats for partitioned tables at the top-level.
* Missi…
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**Sensitive Content Alert**
Please remember that this repository is publicly visible so do not post anything sensitive in your report such as user emails, secrets, etc.
**Overwatch Version**
v0.8…
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Jira Link: [DB-5832](https://yugabyte.atlassian.net/browse/DB-5832)
### Description
Consider the following setup
```
create table sample(a int, primary key(a asc));
insert into sample select gene…
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https://www.securityweek.com/loandepot-ransomware-attack-exposed-16-9-million-individuals/
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From [IPA-End-to-End](https://github.com/patcg-individual-drafts/ipa/blob/main/IPA-End-to-End.md), [Case2023](https://eprint.iacr.org/2023/437), and [report_collectors](https://github.com/patcg-indivi…
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### Deep Learning for Imbalance Classificaition
#### Survey
1. [A systematic study of the class imbalance problem in convolutional neural networks
Cost-Sensitive](https://arxiv.org/pdf/1710.05381.p…